Crucially, our experiments revealed that knockdown of TAGLN2 in thyroid papillary carcinoma cells led to a significant decrease in p-Smad2 levels, indicating an attenuation of TGF-β signaling activation. The gene discussed is TGFB1; the disease is thyroid gland papillary carcinoma.